Sourcing Food Insecurity: Violent Development

Column

Tracking violence

Tracking development

Notes

Many to-do’s:

  1. Update gdppc data and merges to most recently available which as of today is only 2019.

  2. Find replacement for gdppc or at least proxy fdor >2019. Perhaps fdi as % of GDP, life satisfaction, mortality < 5 years of age, access to food, sanitation.

  3. inner_join( d_all, food_inflation, fdi )

  4. Investigate changing violent incident bubble size.

  5. Use xlim() to modify scatterplot. Check Equatorial Africa gdppc which looks way too big.

  6. Here is a good plotly online reference: https://plotly-r.com/index.html

Files

Data, Rmarkdown, and HTML files are in this Google Drive directory: https://drive.google.com/drive/folders/1-lQ8jjAp5tmDpKmCEHappn67RDyTxuOv?usp=share_link

  • Animation file: casualties-life-gdppc-map-0.csv

  • ACLED violence: 1997-2022-violence-middle-south-east-africa.csv

  • World inflation: Inflation-data-world.xlsx

  • Food inflation by country and year: food_long.csv

  • FDI as % of GDP by country and year: fdi_long.csv